Add Enterprise Procurement contact section

README.md

@@ -10,10 +10,6 @@ tags:
   - japanese-llm
   - japanese
   - synthetic
-  - jsonl
-  - multi-turn
-  - enterprise
-  - synthetic-data
 task_categories:
   - text-generation
 size_categories:
@@ -26,25 +22,6 @@ configs:
 ---
 # ⚡ Professional Japanese Function Calling Dataset for LLM Alignment (Free Trial)
 
-![15s demo - strict JSONL structure, 7-point rubric validation](assets/demo_preview.gif)
-
-*15-second demo: strict JSONL trajectories + 7-point rubric validation (schema stability 100%).*
-
-
-
-### Schema Validation Summary
-
-![Schema Validation Summary](assets/schema_validation_summary.png)
-
-*Programmatic validation of this exact trial file - reproducible from `data.jsonl`.*
-
-**What this trial verifies** — use these 50 rows to confirm, on your own stack:
-1. Schema integrity (strict JSONL, matches the published schema)
-2. Multi-turn / tool-use structural consistency
-3. Reasoning-step structure (CoT dataset)
-
-Reproducible evaluation recipes (metrics script, Axolotl smoke-test config, Unsloth loading check):
-➔ [github.com/springofwindslabs/springofwinds-datasets/evaluation](https://github.com/springofwindslabs/springofwinds-datasets/tree/main/evaluation)
 Official Open‑Source Evaluation Package (50 Rows Subset) by **springofwindslabs**
 
 > 👉 **Looking for full production data?**
@@ -113,13 +90,6 @@ print(ds[0]["conversations"])
 
 ---
 
-
-<!-- MID-FUNNEL CTA -->
-> ### Validated the schema? Get the full production volume.
-> **1,000+ row commercial tiers with perpetual license** — instant delivery:
-> ### [Get the full dataset on Gumroad](https://springofwindslabs.gumroad.com/l/function-calling-ja?utm_source=huggingface&utm_medium=readme_mid&utm_campaign=function-calling-ja-trial)
-> 15s demo: [GitHub (schema + samples + video)](https://github.com/springofwindslabs/springofwinds-datasets)
-
 ## 🚀 Upgrade to Production Scale & Commercial Tiers
 
 If these 50 rows validate your alignment script successfully, you can immediately access our mutually exclusive full production datasets with multi‑jurisdictional commercial licenses via our official procurement gateway below:
@@ -181,3 +151,9 @@ If this dataset supports your research or product evaluation, please cite:
   url    = {https://huggingface.co/datasets/springofwindslabs/function-calling-ja-trial}
 }
 ```
+
+---
+
+### Enterprise Procurement
+For licensing, corporate invoicing, procurement review, or custom commercial agreements:
+✉️ springofwindslabs@gmail.com